customer-churn

There are 2 repositories under customer-churn topic.

DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI
Unlock actionable insights and boost customer retention with this Power BI project. Analyze and visualize risk factors to proactively prevent churn. ➡️
customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation dashboard dax-expression portfolio power-bi power-bi-dashboard prevention project risk-analysis churn-analysis churn-prediction dashboards powerbi
16
Customer-Churn-Dataset-Analysis
sondosaabed / Customer-Churn-Dataset-Analysis
Machine Learning, EDA, Classification tasks, Regression tasks for customer churn
classification customer-churn dataset eda knn-classification linear-regression logestic-regression machine-learning naive-bayes-classification python regression
Language:Python 8
Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis
Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library
accuracy churn-prediction classification classification-algorithm cross-validation customer-churn-analysis customer-churn-prediction feature-importance gridsearchcv imbalanced-data machine-learning machine-learning-algorithms plotly python roc-auc sklearn feature-engineering customer-churn telco data-science
Language:Jupyter Notebook 7
grknc / Customer-Churn-Analyzer-with-ML
Telco Churn Analysis and Modeling is a comprehensive project focused on understanding and predicting customer churn in the telecommunications industry. Utilizing advanced data analysis and machine learning techniques, this project aims to provide insights into customer behavior and help develop effective strategies for customer
customer-churn customer-churn-prediction customer-churn-prediction-with-machine-learning lightgbm-classifier prediction predictive-modeling random-forest-classifier xgboost xgboost-classifier
Language:Jupyter Notebook 4
souvikg544 / CustoPlus
Analyze your customer database with ease
auto-ml data-science customer-churn data-analysis machine-learning python
Language:Python 4
LeondraJames / Customer-Churn-w-Logistic-Regression
Utilizing tools such as Spark, Python (PySpark), SQL, and Databricks, performed logistic regression on customers to predict those at a higher risk of churning, then applied the model to an unseen "new customers" data set.
classification customer-churn databricks logistic-regression machine-learning marketing marketing-analytics pyspark python spark sql
Language:Jupyter Notebook 2
Scholarchep / Syriatel-customer-churn
Churn prediction has become a very important part of Syriatel's company strategy. This project uses machine learning algorithms to build a model that can accurately predicts customers who are likely to churn.
classification-algorithm customer-churn machine-learning predictive-modeling
Language:Jupyter Notebook 2
sharmi1206 / telecom-customer-segmentation
Telecom Customer segmentation and Churn Prediction
customer-segmentation clustering exploratory-data-analysis exploratory-data-visualizations telecom-customer-segmentation telecommunications customer-churn customer-churn-prediction customer-churn-analysis
Language:Jupyter Notebook 2
chandanmalla / Telecom-Customer-Churn
Visualization and Applying linear models on determining the churn, a hackathon winning project.
eda logistic-regression customer-churn telecom machine-learning hackathon data-science
Language:Jupyter Notebook 1
copev313 / Predicting-Customer-Churn-With-Logistic-Regression
We utilize customer account data to visualize churn rate based on various factors. Additionally, we predict customer churn using a logistic regression model provided by scikit-learn.
python3 jupyter-notebook churn-prediction logistic-regression customer-churn customer-churn-analysis scikit-learn pandas-dataframe matplotlib-pyplot seaborn
Language:Jupyter Notebook 1
davidokenwa / Analysis_of_Maven_Churn_Q2-2022
In this BI consultancy project, I advised the CMO of Maven Communications on how to reduce customer churn, using data.
consultancy customer-churn data-analytics data-visualization microsoft-excel
1
dhivyeshrk / Customer-Churn-Prediction
Derive insights of factors contributing to customer churn in the Telecom Industry.
customer-churn customer-churn-analysis customer-churn-prediction customer-churn-prediction-with-machine-learning data-science data-science-projects jupyter-notebook notebook-jupyter plotting telecom-churn-prediction telecom-data-analysis
Language:Jupyter Notebook 1
marinafajardo / prevendo-customer-churn
Prevendo Customer Churn em Operadoras de Telecom
customer-churn binary-classification logistic-regression cross-validation linear-discriminant-analysis knn gaussian-naive-bayes cart svm-classifier accuracy auc variance-inflation-factor vif imbalanced-data normalization standardization exploratory-data-analysis grid-search-hyperparameters python machine-learning
Language:Jupyter Notebook 1
TrungKhoaLe / telco-customer-churn
Customer churn prediction with gradient boosted trees
customer-churn xgboost classification
Language:Jupyter Notebook 1
VladOnMyOwn / customer-churn-analysis
My solution for DataCamp case study "Analyzing Customer Churn in Power BI".
business-analytics business-intelligence case-study customer-churn customer-churn-analysis datacamp power-bi power-bi-dashboard business-analysis dashboard
1
alessiamonfardino22 / Customer_Churn
This Python report is designed for a business which is worried by high customer churn.
churn-prediction customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation python
Language:Jupyter Notebook 0
alisoltanirad / customer-churn
Prediction of whether or not a customer leaves in an specific period of time, deployed to GCP
classification customer-churn customer-churn-analysis customer-churn-prediction
Language:Jupyter Notebook 0
CeliaMuriel / customer-churn-bigquery
bigquery customer-churn customer-churn-analysis customer-churn-analytics customer-churn-prediction customer-churn-prediction-with-machine-learning google-big-query google-bigquery jupyter-notebook machine-learning python
Language:Jupyter Notebook 0
Dada-Tech / customer-churn-random-forest
Predicting Customer Retention with Machine Learning | Forked my teams original project for further customization
customer-churn machine-learning random-forest
Language:Jupyter Notebook 0
dungltk / AI_customer_churn_predict
Build a model using XGBoost algorithm to predict customer churn in banking dataset
customer-churn prediction-model python xgboost
Language:Jupyter Notebook 0
evertonbin / customer-churn
Using a Telecom's dataset, this project develops both an analysis to understand possible correlations and a model for predicting customer churn.
customer-churn machine-learning data-analysis
Language:Jupyter Notebook 0
faisalghifariz / customer-churn-prediction
Analyzing customer data and building machine learning model for predicting customer churn (Logistic Regression, Random Forest and XGBoost). This project is presented as final project for dibimbing's data science bootcamp batch 22 and getting 2nd best final project award in the graduation.
customer-churn data-analysis data-analytics data-science data-visualization exploratory-data-analysis final-project machine-learning
Language:Jupyter Notebook 0
Hussam1 / customer_churn
Telecom_customer_churn
adaboost artificial-intelligence customer-churn decision-trees gradient-boosting knn-classification logistic-regression machine-learning pandas pycaret python random-forest xgboost
Language:Jupyter Notebook 0
ndungek / Customer-Churn-Prediction
This project leverages ML algorithms to predict and tackle customer churn effectively.
customer-churn decision-tree-classifier logistic-regression ml random-forest-classifier xgboost-classifier
Language:Jupyter Notebook 0
StrangeData-v / Detect-Customer-Churn-Rate__SVM-Model
predict the churning rate of tele-comunication customer using svm model on Python platform
machine-learning svm-model customer-churn
Language:Jupyter Notebook 0
ysmin-g / Churn_Prediction
Customer Churn Prediction in the Banking sector
churn-prediction customer-churn customer-churn-analysis python random-forest xgboost
Language:Jupyter Notebook 0
AdrijeGuha / Customer-Retention
Creation of a dashboard in Power BI reflecting all relevant Customer Churn's Key Performance Indicators (KPIs) for Phone Now Call Centre.
customer-churn data-analysis powerbi
eiliaJafari / tree-based-customer-churn-rate
Tree methods for customer churn prediction. Creating a model to predict whether or not a customer will Churn .
churn-analysis churn-prediction churn-user-prediction customer-churn customer-churn-analysis customer-churn-prediction customer-churn-prediction-with-machine-learning matplotlib numpy pandas python scikit-learn seaborn tree tree-based-methods
Language:Jupyter Notebook
guilhermedom / customer-churn-logistic-regression
PySpark with logistic regression predicting if customers will exit a bank service.
churn-prediction customer-churn logistic-regression pyspark python bank-churning class-imbalance weighted-logistic-regression
Language:Jupyter Notebook
IBMDeveloperMEA / watson-studio-learning-path-assets
repo to store all assets (such as notebooks, data, etc) for Watson Studio Learning Path tutorials
watson-studio data-science jupyter-notebook cloud-object-storage machine-learning apikey customer-churn
Language:Jupyter Notebook
izam-mohammed / Customer-Churn-MLOps
End-to-End Machine Learning application to predict the customer churn. machine learning is applied to foresee if customers are likely to leave a service. 🤖💼 This involves analyzing customer data, training a model, and predicting churn probabilities. 🚀📊
classification customer-churn customer-churn-prediction data-science ml
Language:Jupyter Notebook
janasatvika / Customer-churn-prediction-using-supervised-learning-algorithm
The repository presented steps for building a model that predicted whether a customer would switch telecommunication service providers.
comparative-models customer-churn customer-churn-prediction decision-trees k-nearest-neighbours machine-learning-algorithms naive-bayes-classifier prediction-model supervised-learning support-vector-machine
Language:Jupyter Notebook
mxagar / sparkify_customer_churn
This project analyzes and predicts customer churn of a music streaming service using Spark on a large dataset.
big-data spark customer-churn machine-learning
Language:Jupyter Notebook

customer-churn

DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI

sondosaabed / Customer-Churn-Dataset-Analysis

Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis

grknc / Customer-Churn-Analyzer-with-ML

souvikg544 / CustoPlus

LeondraJames / Customer-Churn-w-Logistic-Regression

Scholarchep / Syriatel-customer-churn

sharmi1206 / telecom-customer-segmentation

chandanmalla / Telecom-Customer-Churn

copev313 / Predicting-Customer-Churn-With-Logistic-Regression

davidokenwa / Analysis_of_Maven_Churn_Q2-2022

dhivyeshrk / Customer-Churn-Prediction

marinafajardo / prevendo-customer-churn

TrungKhoaLe / telco-customer-churn

VladOnMyOwn / customer-churn-analysis

alessiamonfardino22 / Customer_Churn

alisoltanirad / customer-churn

CeliaMuriel / customer-churn-bigquery

Dada-Tech / customer-churn-random-forest

dungltk / AI_customer_churn_predict

evertonbin / customer-churn

faisalghifariz / customer-churn-prediction

Hussam1 / customer_churn

ndungek / Customer-Churn-Prediction

StrangeData-v / Detect-Customer-Churn-Rate__SVM-Model

ysmin-g / Churn_Prediction

AdrijeGuha / Customer-Retention

eiliaJafari / tree-based-customer-churn-rate

guilhermedom / customer-churn-logistic-regression

IBMDeveloperMEA / watson-studio-learning-path-assets

izam-mohammed / Customer-Churn-MLOps

janasatvika / Customer-churn-prediction-using-supervised-learning-algorithm

mxagar / sparkify_customer_churn